| Hierarchical deep learning neural network (HiDeNN): An artificial intelligence (AI) framework for computational science and engineering S Saha, Z Gan, L Cheng, J Gao, OL Kafka, X Xie, H Li, M Tajdari, HA Kim, ... Computer Methods in Applied Mechanics and Engineering 373, 113452, 2021 | 110 | 2021 |
| Mechanistic data-driven prediction of as-built mechanical properties in metal additive manufacturing X Xie, J Bennett, S Saha, Y Lu, J Cao, WK Liu, Z Gan npj Computational Materials 7 (1), 86, 2021 | 60 | 2021 |
| Mechanistic artificial intelligence (mechanistic-AI) for modeling, design, and control of advanced manufacturing processes: Current state and perspectives M Mozaffar, S Liao, X Xie, S Saha, C Park, J Cao, WK Liu, Z Gan Journal of Materials Processing Technology 302, 117485, 2022 | 54 | 2022 |
| Data-driven discovery of dimensionless numbers and governing laws from scarce measurements X Xie, A Samaei, J Guo, WK Liu, Z Gan Nature Communications 13 (1), 1-11, 2022 | 35* | 2022 |
| The effect of laser surface melting on grain refinement of phase separated Cu-Cr alloy L Zhang, G Yu, S Li, X He, X Xie, C Xia, W Ning, C Zheng Optics & Laser Technology 119, 105577, 2019 | 17 | 2019 |
| JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science T Xue, S Liao, Z Gan, C Park, X Xie, WK Liu, J Cao Computer Physics Communications 291, 108802, 2023 | 15 | 2023 |
| Additive friction stir deposition of metallic materials: Process, structure and properties J Shao, A Samaei, T Xue, X Xie, S Guo, J Cao, E MacDonald, Z Gan Materials & Design, 112356, 2023 | 5 | 2023 |
| Physics guided heat source for quantitative prediction of the laser track measurements of IN718 in 2022 NIST AM benchmark test A Amin, Y Li, Y Lu, X Xie, S Mojumder, Z Gan, G Wagner, WK Liu | 2 | 2023 |
| Statistical Parameterized Physics-Based Machine Learning Digital Twin Models for Laser Powder Bed Fusion Process Y Li, S Mojumder, Y Lu, AA Amin, J Guo, X Xie, W Chen, GJ Wagner, ... arXiv preprint arXiv:2311.07821, 2023 | 1 | 2023 |
| Benchmark study of melt pool and keyhole dynamics, laser absorptance, and porosity in additive manufacturing of Ti-6Al-4V A Samaei, JP Leonor, Z Gan, Z Sang, X Xie, BJ Simonds, WK Liu, ... Progress in Additive Manufacturing, 1-25, 2024 | | 2024 |
| Engineering software 2.0 by interpolating neural networks: unifying training, solving, and calibration C Park, S Saha, J Guo, X Xie, S Mojumder, MA Bessa, D Qian, W Chen, ... arXiv preprint arXiv:2404.10296, 2024 | | 2024 |
| Smooth and Sparse Latent Dynamics in Operator Learning with Jerk Regularization X Xie, S Mowlavi, M Benosman arXiv preprint arXiv:2402.15636, 2024 | | 2024 |
| Physics guided heat source for quantitative prediction of IN718 laser additive manufacturing processes AA Amin, Y Li, Y Lu, X Xie, Z Gan, S Mojumder, GJ Wagner, WK Liu npj Computational Materials 10 (1), 37, 2024 | | 2024 |
Zhengtao GanAssistant Professor, The University of Texas at El Paso (UTEP)Verified email at utep.edu
